Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 2454 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 649.8 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 6 |
| Numeric | 9 |
| Text | 2 |
Activity is highly overall correlated with calories and 2 other fields | High correlation |
DayType is highly overall correlated with Day_Name | High correlation |
Day_Name is highly overall correlated with DayType | High correlation |
Full_date (Month Index) is highly overall correlated with Full_date (Month) and 2 other fields | High correlation |
Full_date (Month) is highly overall correlated with Full_date (Month Index) and 2 other fields | High correlation |
Full_date (Quarter) is highly overall correlated with Full_date (Month Index) and 2 other fields | High correlation |
Month Name is highly overall correlated with Full_date (Month Index) and 2 other fields | High correlation |
calories is highly overall correlated with Activity and 3 other fields | High correlation |
deepSleepTime is highly overall correlated with shallowSleepTime | High correlation |
distance is highly overall correlated with Activity and 3 other fields | High correlation |
runDistance is highly overall correlated with calories and 2 other fields | High correlation |
shallowSleepTime is highly overall correlated with deepSleepTime | High correlation |
steps is highly overall correlated with Activity and 3 other fields | High correlation |
Day_Name is uniformly distributed | Uniform |
Full_date has unique values | Unique |
steps has 37 (1.5%) zeros | Zeros |
distance has 37 (1.5%) zeros | Zeros |
runDistance has 108 (4.4%) zeros | Zeros |
calories has 37 (1.5%) zeros | Zeros |
deepSleepTime has 454 (18.5%) zeros | Zeros |
shallowSleepTime has 449 (18.3%) zeros | Zeros |
wakeTime has 2013 (82.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-31 00:20:39.756706 |
|---|---|
| Analysis finished | 2025-03-31 00:21:08.615069 |
| Duration | 28.86 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Full_date
Date
Unique 
| Distinct | 2454 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| Minimum | 2016-04-27 00:00:00 |
|---|---|
| Maximum | 2023-01-14 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Day_Name
Categorical
High correlation  Uniform 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 153.8 KiB |
| Wednesday | |
|---|---|
| Friday | |
| Saturday | |
| Thursday | |
| Sunday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.1438468 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sunday |
|---|---|
| 2nd row | Sunday |
| 3rd row | Monday |
| 4th row | Wednesday |
| 5th row | Friday |
Common Values
| Value | Count | Frequency (%) |
| Wednesday | 351 | |
| Friday | 351 | |
| Saturday | 351 | |
| Thursday | 351 | |
| Sunday | 350 | |
| Monday | 350 | |
| Tuesday | 350 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| wednesday | 351 | |
| friday | 351 | |
| saturday | 351 | |
| thursday | 351 | |
| sunday | 350 | |
| monday | 350 | |
| tuesday | 350 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 2805 | |
| a | 2805 | |
| y | 2454 | |
| u | 1402 | |
| r | 1053 | 6.0% |
| s | 1052 | 6.0% |
| e | 1052 | 6.0% |
| n | 1051 | 6.0% |
| T | 701 | 4.0% |
| S | 701 | 4.0% |
| Other values (7) | 2455 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17531 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 2805 | |
| a | 2805 | |
| y | 2454 | |
| u | 1402 | |
| r | 1053 | 6.0% |
| s | 1052 | 6.0% |
| e | 1052 | 6.0% |
| n | 1051 | 6.0% |
| T | 701 | 4.0% |
| S | 701 | 4.0% |
| Other values (7) | 2455 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17531 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 2805 | |
| a | 2805 | |
| y | 2454 | |
| u | 1402 | |
| r | 1053 | 6.0% |
| s | 1052 | 6.0% |
| e | 1052 | 6.0% |
| n | 1051 | 6.0% |
| T | 701 | 4.0% |
| S | 701 | 4.0% |
| Other values (7) | 2455 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17531 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 2805 | |
| a | 2805 | |
| y | 2454 | |
| u | 1402 | |
| r | 1053 | 6.0% |
| s | 1052 | 6.0% |
| e | 1052 | 6.0% |
| n | 1051 | 6.0% |
| T | 701 | 4.0% |
| S | 701 | 4.0% |
| Other values (7) | 2455 |
steps
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2280 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8262.9055 |
| Minimum | 0 |
|---|---|
| Maximum | 38443 |
| Zeros | 37 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 591.55 |
| Q1 | 3225 |
| median | 6983 |
| Q3 | 11046 |
| 95-th percentile | 22080.15 |
| Maximum | 38443 |
| Range | 38443 |
| Interquartile range (IQR) | 7821 |
Descriptive statistics
| Standard deviation | 6666.92 |
|---|---|
| Coefficient of variation (CV) | 0.80684936 |
| Kurtosis | 1.9883087 |
| Mean | 8262.9055 |
| Median Absolute Deviation (MAD) | 3878 |
| Skewness | 1.3373198 |
| Sum | 20277170 |
| Variance | 44447822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 1.5% |
| 5282 | 3 | 0.1% |
| 2269 | 3 | 0.1% |
| 7053 | 3 | 0.1% |
| 7143 | 3 | 0.1% |
| 4924 | 3 | 0.1% |
| 5054 | 3 | 0.1% |
| 1528 | 3 | 0.1% |
| 1407 | 3 | 0.1% |
| 7766 | 3 | 0.1% |
| Other values (2270) | 2390 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 12 | 1 | < 0.1% |
| 14 | 2 | 0.1% |
| 24 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 38443 | 1 | |
| 37375 | 1 | |
| 37323 | 1 | |
| 37255 | 1 | |
| 37126 | 1 | |
| 36537 | 1 | |
| 36318 | 1 | |
| 36135 | 1 | |
| 34543 | 1 | |
| 33213 | 1 |
Activity
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 148.3 KiB |
| Low | |
|---|---|
| High | |
| Moderate |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.8215159 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 948 | |
| High | 765 | |
| Moderate | 741 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 948 | |
| high | 765 | |
| moderate | 741 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1689 | |
| e | 1482 | |
| L | 948 | |
| w | 948 | |
| H | 765 | 6.5% |
| i | 765 | 6.5% |
| g | 765 | 6.5% |
| h | 765 | 6.5% |
| M | 741 | 6.3% |
| d | 741 | 6.3% |
| Other values (3) | 2223 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11832 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1689 | |
| e | 1482 | |
| L | 948 | |
| w | 948 | |
| H | 765 | 6.5% |
| i | 765 | 6.5% |
| g | 765 | 6.5% |
| h | 765 | 6.5% |
| M | 741 | 6.3% |
| d | 741 | 6.3% |
| Other values (3) | 2223 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11832 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1689 | |
| e | 1482 | |
| L | 948 | |
| w | 948 | |
| H | 765 | 6.5% |
| i | 765 | 6.5% |
| g | 765 | 6.5% |
| h | 765 | 6.5% |
| M | 741 | 6.3% |
| d | 741 | 6.3% |
| Other values (3) | 2223 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11832 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1689 | |
| e | 1482 | |
| L | 948 | |
| w | 948 | |
| H | 765 | 6.5% |
| i | 765 | 6.5% |
| g | 765 | 6.5% |
| h | 765 | 6.5% |
| M | 741 | 6.3% |
| d | 741 | 6.3% |
| Other values (3) | 2223 |
distance
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2216 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5955.6125 |
| Minimum | 0 |
|---|---|
| Maximum | 29485 |
| Zeros | 37 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 384 |
| Q1 | 2227 |
| median | 5010 |
| Q3 | 7994 |
| 95-th percentile | 16036.6 |
| Maximum | 29485 |
| Range | 29485 |
| Interquartile range (IQR) | 5767 |
Descriptive statistics
| Standard deviation | 4872.125 |
|---|---|
| Coefficient of variation (CV) | 0.81807288 |
| Kurtosis | 2.0210656 |
| Mean | 5955.6125 |
| Median Absolute Deviation (MAD) | 2871.5 |
| Skewness | 1.3375923 |
| Sum | 14615073 |
| Variance | 23737602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 1.5% |
| 3152 | 3 | 0.1% |
| 2245 | 3 | 0.1% |
| 5991 | 3 | 0.1% |
| 2225 | 3 | 0.1% |
| 2344 | 3 | 0.1% |
| 343 | 3 | 0.1% |
| 2651 | 3 | 0.1% |
| 3314 | 3 | 0.1% |
| 3137 | 3 | 0.1% |
| Other values (2206) | 2390 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 8 | 1 | < 0.1% |
| 9 | 2 | 0.1% |
| 16 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29485 | 1 | |
| 28234 | 1 | |
| 27868 | 1 | |
| 27296 | 1 | |
| 26544 | 1 | |
| 26491 | 1 | |
| 26240 | 1 | |
| 26057 | 1 | |
| 24713 | 1 | |
| 24523 | 1 |
runDistance
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1067 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 826.98655 |
| Minimum | 0 |
|---|---|
| Maximum | 21952 |
| Zeros | 108 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22.65 |
| Q1 | 153 |
| median | 296 |
| Q3 | 600 |
| 95-th percentile | 3723.1 |
| Maximum | 21952 |
| Range | 21952 |
| Interquartile range (IQR) | 447 |
Descriptive statistics
| Standard deviation | 1826.378 |
|---|---|
| Coefficient of variation (CV) | 2.2084736 |
| Kurtosis | 35.022073 |
| Mean | 826.98655 |
| Median Absolute Deviation (MAD) | 177 |
| Skewness | 5.266571 |
| Sum | 2029425 |
| Variance | 3335656.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108 | 4.4% |
| 170 | 12 | 0.5% |
| 126 | 12 | 0.5% |
| 309 | 10 | 0.4% |
| 166 | 10 | 0.4% |
| 256 | 10 | 0.4% |
| 121 | 9 | 0.4% |
| 177 | 9 | 0.4% |
| 305 | 9 | 0.4% |
| 167 | 9 | 0.4% |
| Other values (1057) | 2256 |
| Value | Count | Frequency (%) |
| 0 | 108 | |
| 7 | 2 | 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | 0.1% |
| 11 | 2 | 0.1% |
| 15 | 2 | 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 22 | 4 | 0.2% |
| 23 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 21952 | 1 | |
| 17890 | 1 | |
| 17564 | 1 | |
| 16669 | 1 | |
| 16631 | 1 | |
| 15784 | 1 | |
| 15419 | 1 | |
| 14547 | 1 | |
| 14496 | 1 | |
| 14348 | 1 |
calories
Real number (ℝ)
High correlation  Zeros 
| Distinct | 676 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240.00815 |
| Minimum | 0 |
|---|---|
| Maximum | 2543 |
| Zeros | 37 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 90 |
| median | 190 |
| Q3 | 308.75 |
| 95-th percentile | 665.35 |
| Maximum | 2543 |
| Range | 2543 |
| Interquartile range (IQR) | 218.75 |
Descriptive statistics
| Standard deviation | 213.67833 |
|---|---|
| Coefficient of variation (CV) | 0.89029615 |
| Kurtosis | 8.6145989 |
| Mean | 240.00815 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 2.0976524 |
| Sum | 588980 |
| Variance | 45658.43 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 1.5% |
| 198 | 16 | 0.7% |
| 88 | 13 | 0.5% |
| 67 | 13 | 0.5% |
| 66 | 12 | 0.5% |
| 248 | 12 | 0.5% |
| 174 | 12 | 0.5% |
| 70 | 11 | 0.4% |
| 53 | 11 | 0.4% |
| 107 | 11 | 0.4% |
| Other values (666) | 2306 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 6 | 0.2% |
| 2 | 4 | 0.2% |
| 4 | 3 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | 0.1% |
| 7 | 5 | 0.2% |
| 8 | 1 | < 0.1% |
| 9 | 5 | 0.2% |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2543 | 1 | |
| 1358 | 1 | |
| 1333 | 1 | |
| 1320 | 1 | |
| 1311 | 1 | |
| 1197 | 1 | |
| 1195 | 1 | |
| 1171 | 1 | |
| 1168 | 1 | |
| 1160 | 1 |
Year
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2019.165 |
| Minimum | 2016 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 2016 |
|---|---|
| 5-th percentile | 2016 |
| Q1 | 2017.25 |
| median | 2019 |
| Q3 | 2021 |
| 95-th percentile | 2022 |
| Maximum | 2023 |
| Range | 7 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 1.9506927 |
|---|---|
| Coefficient of variation (CV) | 0.00096608877 |
| Kurtosis | -1.1804368 |
| Mean | 2019.165 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.033169867 |
| Sum | 4955031 |
| Variance | 3.8052019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2020 | 366 | |
| 2017 | 365 | |
| 2018 | 365 | |
| 2019 | 365 | |
| 2021 | 365 | |
| 2022 | 365 | |
| 2016 | 249 | |
| 2023 | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 2016 | 249 | |
| 2017 | 365 | |
| 2018 | 365 | |
| 2019 | 365 | |
| 2020 | 366 | |
| 2021 | 365 | |
| 2022 | 365 | |
| 2023 | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 2023 | 14 | 0.6% |
| 2022 | 365 | |
| 2021 | 365 | |
| 2020 | 366 | |
| 2019 | 365 | |
| 2018 | 365 | |
| 2017 | 365 | |
| 2016 | 249 |
Month Name
Categorical
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 151.5 KiB |
| May | |
|---|---|
| July | |
| August | |
| October | |
| December | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.1483293 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | May |
|---|---|
| 2nd row | May |
| 3rd row | May |
| 4th row | May |
| 5th row | May |
Common Values
| Value | Count | Frequency (%) |
| May | 217 | |
| July | 217 | |
| August | 217 | |
| October | 217 | |
| December | 217 | |
| June | 210 | |
| September | 210 | |
| November | 210 | |
| January | 200 | |
| March | 186 | |
| Other values (2) | 353 |
Length
| Value | Count | Frequency (%) |
| may | 217 | |
| july | 217 | |
| august | 217 | |
| october | 217 | |
| december | 217 | |
| june | 210 | |
| september | 210 | |
| november | 210 | |
| january | 200 | |
| march | 186 | |
| Other values (2) | 353 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2297 | |
| r | 1762 | 11.7% |
| u | 1230 | 8.2% |
| b | 1023 | 6.8% |
| a | 972 | 6.4% |
| y | 803 | 5.3% |
| t | 644 | 4.3% |
| m | 637 | 4.2% |
| J | 627 | 4.2% |
| c | 620 | 4.1% |
| Other values (16) | 4473 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15088 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2297 | |
| r | 1762 | 11.7% |
| u | 1230 | 8.2% |
| b | 1023 | 6.8% |
| a | 972 | 6.4% |
| y | 803 | 5.3% |
| t | 644 | 4.3% |
| m | 637 | 4.2% |
| J | 627 | 4.2% |
| c | 620 | 4.1% |
| Other values (16) | 4473 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15088 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2297 | |
| r | 1762 | 11.7% |
| u | 1230 | 8.2% |
| b | 1023 | 6.8% |
| a | 972 | 6.4% |
| y | 803 | 5.3% |
| t | 644 | 4.3% |
| m | 637 | 4.2% |
| J | 627 | 4.2% |
| c | 620 | 4.1% |
| Other values (16) | 4473 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15088 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2297 | |
| r | 1762 | 11.7% |
| u | 1230 | 8.2% |
| b | 1023 | 6.8% |
| a | 972 | 6.4% |
| y | 803 | 5.3% |
| t | 644 | 4.3% |
| m | 637 | 4.2% |
| J | 627 | 4.2% |
| c | 620 | 4.1% |
| Other values (16) | 4473 |
DayType
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 153.5 KiB |
| Weekday | |
|---|---|
| Weekend |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Weekend |
|---|---|
| 2nd row | Weekend |
| 3rd row | Weekday |
| 4th row | Weekday |
| 5th row | Weekday |
Common Values
| Value | Count | Frequency (%) |
| Weekday | 1753 | |
| Weekend | 701 | 28.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| weekday | 1753 | |
| weekend | 701 | 28.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5609 | |
| W | 2454 | |
| k | 2454 | |
| d | 2454 | |
| a | 1753 | 10.2% |
| y | 1753 | 10.2% |
| n | 701 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17178 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5609 | |
| W | 2454 | |
| k | 2454 | |
| d | 2454 | |
| a | 1753 | 10.2% |
| y | 1753 | 10.2% |
| n | 701 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17178 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5609 | |
| W | 2454 | |
| k | 2454 | |
| d | 2454 | |
| a | 1753 | 10.2% |
| y | 1753 | 10.2% |
| n | 701 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17178 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5609 | |
| W | 2454 | |
| k | 2454 | |
| d | 2454 | |
| a | 1753 | 10.2% |
| y | 1753 | 10.2% |
| n | 701 | 4.1% |
Full_date (Quarter)
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 146.3 KiB |
| Qtr3 | |
|---|---|
| Qtr4 | |
| Qtr2 | |
| Qtr1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Qtr2 |
|---|---|
| 2nd row | Qtr2 |
| 3rd row | Qtr2 |
| 4th row | Qtr2 |
| 5th row | Qtr2 |
Common Values
| Value | Count | Frequency (%) |
| Qtr3 | 644 | |
| Qtr4 | 644 | |
| Qtr2 | 611 | |
| Qtr1 | 555 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| qtr3 | 644 | |
| qtr4 | 644 | |
| qtr2 | 611 | |
| qtr1 | 555 |
Most occurring characters
| Value | Count | Frequency (%) |
| Q | 2454 | |
| t | 2454 | |
| r | 2454 | |
| 3 | 644 | 6.6% |
| 4 | 644 | 6.6% |
| 2 | 611 | 6.2% |
| 1 | 555 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9816 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Q | 2454 | |
| t | 2454 | |
| r | 2454 | |
| 3 | 644 | 6.6% |
| 4 | 644 | 6.6% |
| 2 | 611 | 6.2% |
| 1 | 555 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9816 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Q | 2454 | |
| t | 2454 | |
| r | 2454 | |
| 3 | 644 | 6.6% |
| 4 | 644 | 6.6% |
| 2 | 611 | 6.2% |
| 1 | 555 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9816 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Q | 2454 | |
| t | 2454 | |
| r | 2454 | |
| 3 | 644 | 6.6% |
| 4 | 644 | 6.6% |
| 2 | 611 | 6.2% |
| 1 | 555 | 5.7% |
Full_date (Month Index)
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6854116 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4197538 |
|---|---|
| Coefficient of variation (CV) | 0.51152479 |
| Kurtosis | -1.1664684 |
| Mean | 6.6854116 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.078264022 |
| Sum | 16406 |
| Variance | 11.694716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 217 | |
| 7 | 217 | |
| 8 | 217 | |
| 10 | 217 | |
| 12 | 217 | |
| 6 | 210 | |
| 9 | 210 | |
| 11 | 210 | |
| 1 | 200 | |
| 3 | 186 | |
| Other values (2) | 353 |
| Value | Count | Frequency (%) |
| 1 | 200 | |
| 2 | 169 | |
| 3 | 186 | |
| 4 | 184 | |
| 5 | 217 | |
| 6 | 210 | |
| 7 | 217 | |
| 8 | 217 | |
| 9 | 210 | |
| 10 | 217 |
| Value | Count | Frequency (%) |
| 12 | 217 | |
| 11 | 210 | |
| 10 | 217 | |
| 9 | 210 | |
| 8 | 217 | |
| 7 | 217 | |
| 6 | 210 | |
| 5 | 217 | |
| 4 | 184 | |
| 3 | 186 |
Full_date (Month)
Categorical
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.9 KiB |
| May | |
|---|---|
| Jul | |
| Aug | |
| Oct | |
| Dec | |
| Other values (7) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | May |
|---|---|
| 2nd row | May |
| 3rd row | May |
| 4th row | May |
| 5th row | May |
Common Values
| Value | Count | Frequency (%) |
| May | 217 | |
| Jul | 217 | |
| Aug | 217 | |
| Oct | 217 | |
| Dec | 217 | |
| Jun | 210 | |
| Sep | 210 | |
| Nov | 210 | |
| Jan | 200 | |
| Mar | 186 | |
| Other values (2) | 353 |
Length
| Value | Count | Frequency (%) |
| may | 217 | |
| jul | 217 | |
| aug | 217 | |
| oct | 217 | |
| dec | 217 | |
| jun | 210 | |
| sep | 210 | |
| nov | 210 | |
| jan | 200 | |
| mar | 186 | |
| Other values (2) | 353 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 644 | 8.7% |
| J | 627 | 8.5% |
| a | 603 | 8.2% |
| e | 596 | 8.1% |
| c | 434 | 5.9% |
| n | 410 | 5.6% |
| M | 403 | 5.5% |
| A | 401 | 5.4% |
| p | 394 | 5.4% |
| r | 370 | 5.0% |
| Other values (12) | 2480 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7362 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 644 | 8.7% |
| J | 627 | 8.5% |
| a | 603 | 8.2% |
| e | 596 | 8.1% |
| c | 434 | 5.9% |
| n | 410 | 5.6% |
| M | 403 | 5.5% |
| A | 401 | 5.4% |
| p | 394 | 5.4% |
| r | 370 | 5.0% |
| Other values (12) | 2480 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7362 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 644 | 8.7% |
| J | 627 | 8.5% |
| a | 603 | 8.2% |
| e | 596 | 8.1% |
| c | 434 | 5.9% |
| n | 410 | 5.6% |
| M | 403 | 5.5% |
| A | 401 | 5.4% |
| p | 394 | 5.4% |
| r | 370 | 5.0% |
| Other values (12) | 2480 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7362 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 644 | 8.7% |
| J | 627 | 8.5% |
| a | 603 | 8.2% |
| e | 596 | 8.1% |
| c | 434 | 5.9% |
| n | 410 | 5.6% |
| M | 403 | 5.5% |
| A | 401 | 5.4% |
| p | 394 | 5.4% |
| r | 370 | 5.0% |
| Other values (12) | 2480 |
deepSleepTime
Real number (ℝ)
High correlation  Zeros 
| Distinct | 279 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.5379 |
| Minimum | 0 |
|---|---|
| Maximum | 384 |
| Zeros | 454 |
| Zeros (%) | 18.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 58 |
| median | 107 |
| Q3 | 157 |
| 95-th percentile | 222 |
| Maximum | 384 |
| Range | 384 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 72.531236 |
|---|---|
| Coefficient of variation (CV) | 0.68080221 |
| Kurtosis | -0.41334533 |
| Mean | 106.5379 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 0.19523357 |
| Sum | 261444 |
| Variance | 5260.7803 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 454 | 18.5% |
| 108 | 19 | 0.8% |
| 140 | 18 | 0.7% |
| 149 | 18 | 0.7% |
| 86 | 18 | 0.7% |
| 68 | 17 | 0.7% |
| 139 | 17 | 0.7% |
| 133 | 17 | 0.7% |
| 69 | 17 | 0.7% |
| 101 | 17 | 0.7% |
| Other values (269) | 1842 |
| Value | Count | Frequency (%) |
| 0 | 454 | |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 20 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 384 | 1 | |
| 365 | 1 | |
| 346 | 1 | |
| 343 | 1 | |
| 339 | 1 | |
| 335 | 1 | |
| 326 | 1 | |
| 318 | 1 | |
| 314 | 1 | |
| 304 | 2 |
shallowSleepTime
Real number (ℝ)
High correlation  Zeros 
| Distinct | 377 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 234.84963 |
| Minimum | 0 |
|---|---|
| Maximum | 601 |
| Zeros | 449 |
| Zeros (%) | 18.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 187 |
| median | 262 |
| Q3 | 323 |
| 95-th percentile | 412 |
| Maximum | 601 |
| Range | 601 |
| Interquartile range (IQR) | 136 |
Descriptive statistics
| Standard deviation | 132.16658 |
|---|---|
| Coefficient of variation (CV) | 0.56277106 |
| Kurtosis | -0.38745821 |
| Mean | 234.84963 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | -0.57858594 |
| Sum | 576321 |
| Variance | 17468.004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 449 | 18.3% |
| 251 | 21 | 0.9% |
| 288 | 20 | 0.8% |
| 263 | 19 | 0.8% |
| 259 | 19 | 0.8% |
| 282 | 17 | 0.7% |
| 290 | 16 | 0.7% |
| 257 | 16 | 0.7% |
| 286 | 15 | 0.6% |
| 264 | 15 | 0.6% |
| Other values (367) | 1847 |
| Value | Count | Frequency (%) |
| 0 | 449 | |
| 21 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 601 | 1 | |
| 596 | 1 | |
| 595 | 1 | |
| 586 | 1 | |
| 583 | 1 | |
| 578 | 1 | |
| 574 | 1 | |
| 551 | 1 | |
| 549 | 1 | |
| 548 | 1 |
wakeTime
Real number (ℝ)
Zeros 
| Distinct | 86 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.307661 |
| Minimum | 0 |
|---|---|
| Maximum | 604 |
| Zeros | 2013 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 21.35 |
| Maximum | 604 |
| Range | 604 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 24.557135 |
|---|---|
| Coefficient of variation (CV) | 5.700805 |
| Kurtosis | 234.78192 |
| Mean | 4.307661 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.131395 |
| Sum | 10571 |
| Variance | 603.05288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 81 | 3.3% |
| 2 | 77 | 3.1% |
| 3 | 36 | 1.5% |
| 4 | 20 | 0.8% |
| 6 | 14 | 0.6% |
| 11 | 11 | 0.4% |
| 17 | 10 | 0.4% |
| 5 | 9 | 0.4% |
| 33 | 8 | 0.3% |
| Other values (76) | 175 | 7.1% |
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 81 | 3.3% |
| 2 | 77 | 3.1% |
| 3 | 36 | 1.5% |
| 4 | 20 | 0.8% |
| 5 | 9 | 0.4% |
| 6 | 14 | 0.6% |
| 7 | 7 | 0.3% |
| 8 | 4 | 0.2% |
| 9 | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 604 | 1 | |
| 442 | 1 | |
| 371 | 1 | |
| 302 | 1 | |
| 255 | 1 | |
| 242 | 1 | |
| 233 | 1 | |
| 222 | 1 | |
| 218 | 1 | |
| 193 | 1 |
start
Text
| Distinct | 2426 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.4 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 10 |
| Mean length | 11.947433 |
| Min length | 1 |
Unique
| Unique | 2425 ? |
|---|---|
| Unique (%) | 98.8% |
Sample
| 1st row | 1461708000 |
|---|---|
| 2nd row | 1461801240 |
| 3rd row | 1461883500 |
| 4th row | 1461979500 |
| 5th row | 1462065840 |
| Value | Count | Frequency (%) |
| 0 | 29 | 1.0% |
| 23:00:00+0000 | 17 | 0.6% |
| 22:00:00+0000 | 12 | 0.4% |
| 18:00:00+0000 | 6 | 0.2% |
| 01:14:00+0000 | 4 | 0.1% |
| 02:15:00+0000 | 4 | 0.1% |
| 00:35:00+0000 | 3 | 0.1% |
| 00:25:00+0000 | 3 | 0.1% |
| 00:02:00+0000 | 3 | 0.1% |
| 00:28:00+0000 | 3 | 0.1% |
| Other values (2595) | 2730 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7464 | |
| 1 | 4023 | |
| 2 | 3076 | |
| 5 | 2484 | 8.5% |
| 6 | 2184 | 7.4% |
| 4 | 2133 | 7.3% |
| 8 | 1799 | 6.1% |
| 3 | 1356 | 4.6% |
| 9 | 1343 | 4.6% |
| 7 | 1297 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 29319 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7464 | |
| 1 | 4023 | |
| 2 | 3076 | |
| 5 | 2484 | 8.5% |
| 6 | 2184 | 7.4% |
| 4 | 2133 | 7.3% |
| 8 | 1799 | 6.1% |
| 3 | 1356 | 4.6% |
| 9 | 1343 | 4.6% |
| 7 | 1297 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 29319 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7464 | |
| 1 | 4023 | |
| 2 | 3076 | |
| 5 | 2484 | 8.5% |
| 6 | 2184 | 7.4% |
| 4 | 2133 | 7.3% |
| 8 | 1799 | 6.1% |
| 3 | 1356 | 4.6% |
| 9 | 1343 | 4.6% |
| 7 | 1297 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 29319 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7464 | |
| 1 | 4023 | |
| 2 | 3076 | |
| 5 | 2484 | 8.5% |
| 6 | 2184 | 7.4% |
| 4 | 2133 | 7.3% |
| 8 | 1799 | 6.1% |
| 3 | 1356 | 4.6% |
| 9 | 1343 | 4.6% |
| 7 | 1297 | 4.4% |
| Other values (4) | 2160 | 7.4% |
stop
Text
| Distinct | 2426 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 165.4 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 10 |
| Mean length | 11.947433 |
| Min length | 1 |
Unique
| Unique | 2425 ? |
|---|---|
| Unique (%) | 98.8% |
Sample
| 1st row | 1461708000 |
|---|---|
| 2nd row | 1461826560 |
| 3rd row | 1461912000 |
| 4th row | 1462012920 |
| 5th row | 1462096800 |
| Value | Count | Frequency (%) |
| 0 | 29 | 1.0% |
| 23:00:00+0000 | 17 | 0.6% |
| 22:00:00+0000 | 12 | 0.4% |
| 06:57:00+0000 | 5 | 0.2% |
| 06:46:00+0000 | 4 | 0.1% |
| 11:13:00+0000 | 3 | 0.1% |
| 07:31:00+0000 | 3 | 0.1% |
| 09:04:00+0000 | 3 | 0.1% |
| 07:53:00+0000 | 3 | 0.1% |
| 10:43:00+0000 | 3 | 0.1% |
| Other values (2644) | 2732 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7575 | |
| 1 | 3993 | |
| 2 | 2920 | 10.0% |
| 5 | 2485 | 8.5% |
| 6 | 2235 | 7.6% |
| 4 | 2172 | 7.4% |
| 8 | 1790 | 6.1% |
| 9 | 1385 | 4.7% |
| 7 | 1315 | 4.5% |
| 3 | 1289 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 29319 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7575 | |
| 1 | 3993 | |
| 2 | 2920 | 10.0% |
| 5 | 2485 | 8.5% |
| 6 | 2235 | 7.6% |
| 4 | 2172 | 7.4% |
| 8 | 1790 | 6.1% |
| 9 | 1385 | 4.7% |
| 7 | 1315 | 4.5% |
| 3 | 1289 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 29319 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7575 | |
| 1 | 3993 | |
| 2 | 2920 | 10.0% |
| 5 | 2485 | 8.5% |
| 6 | 2235 | 7.6% |
| 4 | 2172 | 7.4% |
| 8 | 1790 | 6.1% |
| 9 | 1385 | 4.7% |
| 7 | 1315 | 4.5% |
| 3 | 1289 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 29319 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7575 | |
| 1 | 3993 | |
| 2 | 2920 | 10.0% |
| 5 | 2485 | 8.5% |
| 6 | 2235 | 7.6% |
| 4 | 2172 | 7.4% |
| 8 | 1790 | 6.1% |
| 9 | 1385 | 4.7% |
| 7 | 1315 | 4.5% |
| 3 | 1289 | 4.4% |
| Other values (4) | 2160 | 7.4% |
Interactions
Correlations
| Activity | DayType | Day_Name | Full_date (Month Index) | Full_date (Month) | Full_date (Quarter) | Month Name | Year | calories | deepSleepTime | distance | runDistance | shallowSleepTime | steps | wakeTime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Activity | 1.000 | 0.023 | 0.000 | 0.074 | 0.069 | 0.038 | 0.069 | 0.252 | 0.595 | 0.450 | 0.830 | 0.170 | 0.205 | 0.815 | 0.060 |
| DayType | 0.023 | 1.000 | 0.999 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.079 | 0.073 | 0.070 | 0.064 | 0.084 | 0.000 |
| Day_Name | 0.000 | 0.999 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.010 | 0.040 | 0.061 | 0.020 | 0.022 |
| Full_date (Month Index) | 0.074 | 0.000 | 0.000 | 1.000 | 1.000 | 0.999 | 1.000 | -0.103 | 0.024 | -0.061 | -0.005 | 0.103 | -0.054 | -0.005 | 0.007 |
| Full_date (Month) | 0.069 | 0.000 | 0.000 | 1.000 | 1.000 | 0.998 | 1.000 | 0.104 | 0.068 | 0.029 | 0.047 | 0.052 | 0.024 | 0.048 | 0.000 |
| Full_date (Quarter) | 0.038 | 0.000 | 0.000 | 0.999 | 0.998 | 1.000 | 0.998 | 0.123 | 0.099 | 0.022 | 0.050 | 0.091 | 0.000 | 0.058 | 0.007 |
| Month Name | 0.069 | 0.000 | 0.000 | 1.000 | 1.000 | 0.998 | 1.000 | 0.104 | 0.068 | 0.029 | 0.047 | 0.052 | 0.024 | 0.048 | 0.000 |
| Year | 0.252 | 0.000 | 0.000 | -0.103 | 0.104 | 0.123 | 0.104 | 1.000 | -0.190 | 0.090 | -0.232 | 0.135 | 0.175 | -0.243 | 0.015 |
| calories | 0.595 | 0.059 | 0.000 | 0.024 | 0.068 | 0.099 | 0.068 | -0.190 | 1.000 | -0.295 | 0.952 | 0.558 | -0.088 | 0.947 | -0.010 |
| deepSleepTime | 0.450 | 0.079 | 0.066 | -0.061 | 0.029 | 0.022 | 0.029 | 0.090 | -0.295 | 1.000 | -0.296 | -0.205 | 0.545 | -0.296 | 0.048 |
| distance | 0.830 | 0.073 | 0.010 | -0.005 | 0.047 | 0.050 | 0.047 | -0.232 | 0.952 | -0.296 | 1.000 | 0.550 | -0.101 | 0.998 | -0.038 |
| runDistance | 0.170 | 0.070 | 0.040 | 0.103 | 0.052 | 0.091 | 0.052 | 0.135 | 0.558 | -0.205 | 0.550 | 1.000 | -0.020 | 0.557 | -0.045 |
| shallowSleepTime | 0.205 | 0.064 | 0.061 | -0.054 | 0.024 | 0.000 | 0.024 | 0.175 | -0.088 | 0.545 | -0.101 | -0.020 | 1.000 | -0.100 | 0.163 |
| steps | 0.815 | 0.084 | 0.020 | -0.005 | 0.048 | 0.058 | 0.048 | -0.243 | 0.947 | -0.296 | 0.998 | 0.557 | -0.100 | 1.000 | -0.041 |
| wakeTime | 0.060 | 0.000 | 0.022 | 0.007 | 0.000 | 0.007 | 0.000 | 0.015 | -0.010 | 0.048 | -0.038 | -0.045 | 0.163 | -0.041 | 1.000 |
Missing values
Sample
| Full_date | Day_Name | steps | Activity | distance | runDistance | calories | Year | Month Name | DayType | Full_date (Quarter) | Full_date (Month Index) | Full_date (Month) | deepSleepTime | shallowSleepTime | wakeTime | start | stop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1-May-16 | Sunday | 3869 | Low | 2651 | 0 | 244 | 2016 | May | Weekend | Qtr2 | 5 | May | 0 | 0 | 0 | 1461708000 | 1461708000 |
| 1 | 8-May-16 | Sunday | 4088 | Low | 3119 | 0 | 197 | 2016 | May | Weekend | Qtr2 | 5 | May | 158 | 262 | 2 | 1461801240 | 1461826560 |
| 2 | 9-May-16 | Monday | 1958 | Low | 1266 | 0 | 134 | 2016 | May | Weekday | Qtr2 | 5 | May | 234 | 241 | 0 | 1461883500 | 1461912000 |
| 3 | 11-May-16 | Wednesday | 2569 | Low | 1661 | 0 | 198 | 2016 | May | Weekday | Qtr2 | 5 | May | 239 | 318 | 0 | 1461979500 | 1462012920 |
| 4 | 13-May-16 | Friday | 4276 | Low | 2809 | 0 | 251 | 2016 | May | Weekday | Qtr2 | 5 | May | 180 | 333 | 3 | 1462065840 | 1462096800 |
| 5 | 14-May-16 | Saturday | 4591 | Low | 3314 | 0 | 264 | 2016 | May | Weekend | Qtr2 | 5 | May | 52 | 83 | 0 | 1462147260 | 1462155360 |
| 6 | 15-May-16 | Sunday | 3164 | Low | 2094 | 0 | 190 | 2016 | May | Weekend | Qtr2 | 5 | May | 108 | 287 | 14 | 1462235100 | 1462259640 |
| 7 | 17-May-16 | Tuesday | 2499 | Low | 1615 | 0 | 135 | 2016 | May | Weekday | Qtr2 | 5 | May | 159 | 237 | 2 | 1462323420 | 1462347300 |
| 8 | 22-May-16 | Sunday | 1531 | Low | 990 | 0 | 119 | 2016 | May | Weekend | Qtr2 | 5 | May | 264 | 409 | 0 | 1462406580 | 1462446960 |
| 9 | 23-May-16 | Monday | 2585 | Low | 1671 | 0 | 165 | 2016 | May | Weekday | Qtr2 | 5 | May | 0 | 0 | 0 | 1462485600 | 1462485600 |
| Full_date | Day_Name | steps | Activity | distance | runDistance | calories | Year | Month Name | DayType | Full_date (Quarter) | Full_date (Month Index) | Full_date (Month) | deepSleepTime | shallowSleepTime | wakeTime | start | stop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2444 | 25-Apr-22 | Monday | 7507 | Moderate | 5286 | 323 | 187 | 2022 | April | Weekday | Qtr2 | 4 | Apr | 119 | 407 | 0 | 2023-01-04 21:43:00+0000 | 2023-01-05 07:58:00+0000 |
| 2445 | 20-Jun-22 | Monday | 7069 | Moderate | 5119 | 307 | 184 | 2022 | June | Weekday | Qtr2 | 6 | Jun | 88 | 188 | 0 | 2023-01-06 01:40:00+0000 | 2023-01-06 07:12:00+0000 |
| 2446 | 1-Aug-22 | Monday | 5475 | Moderate | 4165 | 3101 | 163 | 2022 | August | Weekday | Qtr3 | 8 | Aug | 95 | 298 | 0 | 2023-01-07 02:11:00+0000 | 2023-01-07 09:41:00+0000 |
| 2447 | 29-Aug-22 | Monday | 5028 | Moderate | 3560 | 2851 | 182 | 2022 | August | Weekday | Qtr3 | 8 | Aug | 0 | 0 | 0 | 2023-01-08 23:00:00+0000 | 2023-01-08 23:00:00+0000 |
| 2448 | 19-Sep-22 | Monday | 7598 | Moderate | 5531 | 4379 | 261 | 2022 | September | Weekday | Qtr3 | 9 | Sep | 62 | 175 | 22 | 2023-01-09 04:01:00+0000 | 2023-01-09 08:54:00+0000 |
| 2449 | 10-Oct-22 | Monday | 6497 | Moderate | 4735 | 3727 | 228 | 2022 | October | Weekday | Qtr4 | 10 | Oct | 85 | 261 | 0 | 2023-01-10 01:29:00+0000 | 2023-01-10 08:05:00+0000 |
| 2450 | 17-Oct-22 | Monday | 8660 | Moderate | 6181 | 4954 | 285 | 2022 | October | Weekday | Qtr4 | 10 | Oct | 60 | 251 | 0 | 2023-01-11 02:14:00+0000 | 2023-01-11 08:29:00+0000 |
| 2451 | 24-Oct-22 | Monday | 8192 | Moderate | 5900 | 4632 | 547 | 2022 | October | Weekday | Qtr4 | 10 | Oct | 75 | 183 | 13 | 2023-01-12 02:15:00+0000 | 2023-01-12 08:25:00+0000 |
| 2452 | 21-Nov-22 | Monday | 6923 | Moderate | 4708 | 3735 | 246 | 2022 | November | Weekday | Qtr4 | 11 | Nov | 86 | 253 | 0 | 2023-01-13 00:02:00+0000 | 2023-01-13 07:07:00+0000 |
| 2453 | 2-Jan-23 | Monday | 8093 | Moderate | 5795 | 4504 | 284 | 2023 | January | Weekday | Qtr1 | 1 | Jan | 110 | 307 | 11 | 2023-01-14 01:28:00+0000 | 2023-01-14 10:25:00+0000 |